SayPro Monthly January SCMR-5 SayPro Quarterly Classified Ad Filters and Search Management by SayPro Classified Office under SayPro Marketing Royalty SCMR
Outcome:
An improved search engine that yields more accurate and relevant results for users, enhancing the efficiency of classified ad searches within SayPro. This will contribute to the objectives outlined in SayPro Monthly January SCMR-5 and SayPro Quarterly Classified Ad Filters and Search Management under the SayPro Classified Office, managed by SayPro Marketing Royalty SCMR.
Key Activities for the Week
1. Data Collection and Performance Review
- Gather search query logs from the SayPro classified platform.
- Identify common keywords, phrases, and search patterns used by users.
- Analyze current search accuracy, relevance, and user satisfaction metrics.
- Compare performance trends from the previous month/quarter.
2. Algorithm Performance Assessment
- Evaluate how well the search algorithm ranks classified ads based on relevance.
- Test how filters impact search results and assess user experience.
- Identify any gaps where irrelevant results appear frequently.
- Compare SayPro’s search engine performance with competitor platforms.
3. Adjustment of Search Engine Filters
- Optimize ad category filters (e.g., Jobs, Real Estate, Services, Events).
- Improve location-based filtering to refine regional searches.
- Adjust date-based sorting to prioritize recent and active listings.
- Enhance pricing filters to better categorize ads by budget range.
4. Algorithm Tweaks for Improved Ranking
- Reconfigure ranking weightage (e.g., prioritizing ads with more engagement).
- Implement keyword optimization for better search match accuracy.
- Apply machine learning techniques to improve search result personalization.
- Reduce duplicate and spammy listings through AI-powered quality checks.
5. User Testing and Feedback Collection
- Conduct A/B testing on new algorithm adjustments.
- Gather user feedback through surveys or direct interaction.
- Assess usability improvements and identify additional refinements.
6. Implementation of Updates and Final Testing
- Deploy algorithm adjustments on a trial basis.
- Monitor system logs for technical errors or unexpected behaviors.
- Perform final testing before full-scale rollout.
7. Performance Reporting and Documentation
- Generate reports summarizing improvements and search accuracy metrics.
- Document changes made to the search algorithm and filters.
- Provide recommendations for further enhancements in future cycles.
Expected Outcomes:
- Increased search result accuracy and relevance.
- Enhanced user satisfaction with classified ad searches.
- Better ad discoverability for sellers and advertisers.
- Improved efficiency in SayPro’s classified ad filtering system.
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